{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "d042653e-c185-45dd-93b8-3aa7bcd14fe6",
   "metadata": {},
   "source": [
    "# 尝试用numpy和matplotlib画3D数组"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b668ed12-1c85-4d9c-a256-eb69cee2d310",
   "metadata": {},
   "source": [
    "## 1维数组的图形化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "id": "b30a9173-2e70-4fbd-9674-f851926c3eb3",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Index: (0,), Value: 1\n",
      "Index: (1,), Value: 2\n",
      "Index: (2,), Value: 3\n",
      "Index: (3,), Value: 4\n",
      "Index: (4,), Value: 5\n",
      "Index: (5,), Value: 6\n",
      "Index: (6,), Value: 7\n",
      "Index: (7,), Value: 8\n",
      "Index: (8,), Value: 9\n",
      "Index: (9,), Value: 10\n"
     ]
    },
    {
     "data": {
      "image/png": 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nX7T9u+++w9fXt2JDAqtWrarwfcqV0Zw4F82Hc9F8OBdXm4+tKRbAWuK479ZtJHXPpY7blF5OTk6pxjltkSmvKVOmMGnSpMLHGRkZhIeHM3DgQAIDAyvsdWw2G6tWrWLAgAF4eHhU2H6l/DQnzkXz4Vw0H87FVeej1sFUPty/tcRxA/v0uOIjMhdWVEritEUmLCwMgFOnTlG/fv3C7adOnaJTp07FPs/LywsvL6+Ltnt4eFTKD0tl7VfKT3PiXDQfzkXz4VxcaT5OZeSyYPXvlx1jAcKCvOnZIvSKz5Ep7ffFaS+IFxERQVhYGD/88EPhtoyMDDZu3EjPnj1NTCYiIlKzrNl3miGvr2PToTN4uZ+vDn+uKRceTxsWWaXXkzH1iExWVhYHDhwofJyYmMi2bdsIDg6mcePGPPTQQzz77LO0bNmSiIgInnrqKRo0aMAtt9xiXmgREZEaosDu4JVV+3hj9UEA2tYPZMGYaPadymT6it1FTvwNC/Jm2rBIBrevX9zuKoWpRWbLli1ce+21hY8vnNty55138v777/PYY4+RnZ3N3//+d86ePcvVV1/NypUr8fb2NiuyiIhIjXDi7DkmLI5ny+EzAIy7qjFTh0bi7WGlWV1/BkSGOcWVfU0tMv369cMwij+r2WKxMGPGDGbMmFGFqURERGq2H/eeYtLH2zmbYyPAy51Zt3Xgxo4Nioyxulno2byOSQn/P6c92VdERESqls3u4MWVe3lnXSIAHRoGMX9MNE3q+JmcrHgqMiIiIsLRtBweXBzPtqNnAbirV1Om3NAGL/eSrxtjJhUZERGRGu6/u07y6CfbycgtINDbnRdvj2Jw+zCzY5WKioyIiEgNlVdg54Vv9/LeL4cAiAqvxfzR0YQHV/yV8CuLioyIiEgNdCQ1h5jYOHYeTwfgb30ieHRQGzzdnfYSc5ekIiMiIlLDfLMzicc/3UFmXgG1fD14ZXgU17etV/ITnZCKjIiISA2Ra7Pz7Ne7WbjhCABdm9Rm7uhoGtTyMTlZ+anIiIiI1ACJKdnELIpjd9L5mzHe3685kwa0wsPqWktJf6YiIyIiUs19se04T3y+k+x8O8F+nrw6Iop+rUPNjlUhVGRERESqqVybnWe+3MWSzUcB6B4RzNxR0YQFVZ9b/ajIiIiIVEMHkjOJWRTPb6cysVjgwWtbMOH6lri7+FLSn6nIiIiIVDOfbT3G1OUJnLPZCfH3Ys7ITlzdMsTsWJVCRUZERKSayMkv4OkvdvHp1mMA9G5Rh9dGdiI0oPosJf2ZioyIiEg18NvJTGJi4ziQnIWbBR7q34qYa1tgdbOYHa1SqciIiIi4MMMw+HjLUaZ9uYtcm4PQAC/mjo7mqmZ1zI5WJVRkREREXFRWXgFTl+1k+bYTAFzTqi6vjogixN/L5GRVR0VGRETEBe0+kcH42Dh+T8nG6mbhXwNb8c9rmuNWzZeS/kxFRkRExIUYhsGijUeY8dVu8gsc1A/yZu7oaLo1DTY7milUZERERFxERq6NKZ/v5OsdSQBc3yaUl4dHUdvP0+Rk5lGRERERcQE7j6UzfnEch1NzcHez8PjgNtzXJwKLpWYtJf2ZioyIiIgTMwyDD349xPPf7CXf7qBhLR/mjYmmc+PaZkdzCioyIiIiTio9x8Zjn23nv7tOATAwsh4v3R5FkK+Hycmch4qMiIiIE9p29CzjY+M4duYcHlYLT9zQlrt6Na3xS0l/piIjIiLiRAzD4D8/J/LCt3spcBg0DvZl/phoOjaqZXY0p6QiIyIi4iTO5uTzyCfb+X5PMgBDO9Rn1m0dCPTWUlJxVGRERESqkN1hsDExja0pFuokptGzRShWNwtbD6fxYGw8J9Jz8XR346kbIxnXo7GWkkqgIiMiIlJFViYkMX3FbpLScwErH+7fQligN1c1q8OKHSewOwwiQvyYPyaadg2CzI7rElRkREREqsDKhCTuXxiH8aftJzNyWb7tOAA3d2rAc3/pgL+Xfj2Xlr5TIiIilczuMJi+YvdFJeaPgnw8eGV4FO5WtyrLVR3ouyUiIlLJNiWm/W85qXjp52xsPnSmihJVHyoyIiIilSw58/Ilpqzj5P9TkREREalkoQHeFTpO/j+dIyMiIlKJ7A6DXw6mXHaMBQgL8qZ7RHDVhKpGVGREREQqyamMXCYuiWfD72mF2yxQ5KTfC1eJmTYsEqubrhlTVioyIiIilWDtvtM8vHQbqdn5+Hlaef7WDni5u/3hOjLnhQV5M21YJIPb1zcxretSkREREalABXYHr67ax79XHwSgbf1AFoyJplldfwAGRIax/kAy363byMA+PQqv7CvloyIjIiJSQZLSzzFhcXzhx6jHXdWYqUMj8fawFo6xulnoERFM6h6DHhHBKjFXSEVGRESkAvy49xT/+ng7Z3Js+Hu588JtHbixYwOzY1V7KjIiIiJXwGZ38NJ/f+Pttb8D0KFhEPPHRNOkjp/JyWoGFRkREZFyOnYmhwcXxxN/5CwAd/VqypQb2uDlbr38E6XCqMiIiIiUw3e7TvLIJ9vJyC0g0NudF2+PYnD7MLNj1TgqMiIiImWQX+Bg1rd7eO+XQwBEhddi/uhowoN9zQ1WQ6nIiIiIlNKR1BzGL45jx7F0AP7WJ4JHB7XB0113/DGLioyIiEgpfLMzicc/3UFmXgG1fD14+fYo+kfWMztWjaciIyIichm5NjvPfb2HjzYcBqBLk9rMGx1Ng1o+JicTUJEREREpVmJKNjGL4tidlAHA/f2aM2lAKzysWkpyFioyIiIil/DFtuM88flOsvPtBPt58uqIKPq1DjU7lvyJioyIiMgf5NrsTF+xi8WbjgLQPSKYuaOiCQvyNjmZXIqKjIiIyP8cSM5ifGwce09mYrHA+GtbMPH6lrhrKclpqciIiIgAn209xtTlCZyz2Qnx92LOyE5c3TLE7FhSAhUZERGp0XLyC3j6i118uvUYAL2a12HOqE6EBmgpyRWoyIiISI2171QmMYvi2J+chZsFJl7fivHXtcDqZjE7mpSSioyIiNQ4hmHw8ZajTPtyF7k2B6EBXrw+KpqezeuYHU3KSEVGRERqlKy8AqYu28nybScA6NMyhNdGdiLE38vkZFIeKjIiIlJj7D6RwfjYOH5PycbqZmHSgFbc37c5blpKclkqMiIiUu0ZhkHspiNMX7Gb/AIHYYHezBsTTbemwWZHkyukIiMiItVaZq6NyZ/v5OsdSQBc1yaUl4dHEeznaXIyqQgqMiIiUm0lHE8nJjaOw6k5uLtZeGxwa+67upmWkqoRFRkREal2DMPgg18P8fw3e8m3O2hYy4d5Y6Lp3Li22dGkgqnIiIhItZJ+zsbjn+5g5a6TAAyIrMdLt3eklq+WkqojFRkREak2th09y/jYOI6dOYeH1cKUIW25u3dTLBYtJVVXKjIiIuLyDMPgPz8n8sK3eylwGIQH+zB/dGeiwmuZHU0qmYqMiIi4tLM5+TzyyXa+35MMwA0dwnjhto4EenuYnEyqglPfl9xut/PUU08RERGBj48PzZs3Z+bMmRiGYXY0ERGpYnaHwfqDqXyx7TjrD6ZidxhsPZzGDa+v4/s9yXha3Zh5czsWjOmsElODOPURmdmzZ/PGG2/wwQcf0K5dO7Zs2cLdd99NUFAQEyZMMDueiIhUkZUJSUxfsZuk9NzCbQHe7mTnFeAwoGkdX+aP6Uz7hkEmphQzOHWR+fXXX7n55psZOnQoAE2bNmXx4sVs2rTJ5GQiIlJVViYkcf/COP58LD4ztwCArk1q8/493fH3cupfaVJJnHppqVevXvzwww/s27cPgO3bt/Pzzz8zZMgQk5OJiEhVsDsMpq/YfVGJ+aPjZ8/h42GtskziXJy6vk6ePJmMjAzatGmD1WrFbrfz3HPPMXbs2GKfk5eXR15eXuHjjIwMAGw2GzabrcKyXdhXRe5TrozmxLloPpyLq87HxsS0IstJl5KUnsv6A8n0iHCd+ya56nxUpdJ+byyGE585u2TJEh599FFeeukl2rVrx7Zt23jooYd49dVXufPOOy/5nGeeeYbp06dftD02NhZfX9/KjiwiIhVoa4qFD/eXfLTljpZ2uoQ47a8zKYecnBzGjBlDeno6gYGBxY5z6iITHh7O5MmTiYmJKdz27LPPsnDhQvbu3XvJ51zqiEx4eDgpKSmX/UaUlc1mY9WqVQwYMAAPD50d7ww0J85F8+FcXHU+3v3lELNW7itx3MJ7urrcERlXnI+qlJGRQUhISIlFxqmXlnJycnBzK3oaj9VqxeFwFPscLy8vvLy8Ltru4eFRKT8slbVfKT/NiXPRfDgXV5kPu8Pg9R/2M/eH/ZcdZwHCgrzp2SIUqwveCNJV5sMMpf2+OHWRGTZsGM899xyNGzemXbt2xMfH8+qrr3LPPfeYHU1ERCrJqYxcJi6JZ8PvaQD0al6H9QdTAYqc9HuhtkwbFumSJUYqhlMXmXnz5vHUU0/xwAMPkJycTIMGDfjHP/7B008/bXY0ERGpBGv3nebhpdtIzc7H19PKc39pz1+iG13yOjJhQd5MGxbJ4Pb1TUwsZnPqIhMQEMCcOXOYM2eO2VFERKQSFdgdvPb9Pv69+iCGAW3CAlgwtjPN6/oDMLh9fQZEhrEpMY3kzFxCA7zpHhGsIzHi3EVGRESqv6T0c0xYHM/mQ2cAGNujMU/dGIn3n64NY3Wz0LN5HTMiihNTkREREdP8tDeZSR9v40yODX8vd2bd2oFhUQ3MjiUuREVGRESqnM3u4OX//sZba38HoH3DQOaP7kzTED+Tk4mrUZEREZEqdexMDg8ujif+yFkA7urVlCk3tMHLXbcZkLJTkRERkSrz3a6TPPrpDtLP2Qjwduel2zvqU0dyRVRkRESk0uUXOJj17R7e++UQAFGNgpg/pjPhwbp1jFwZFRkREalUR1JzGL84jh3H0gG47+oIHhvcBk93txKeKVIyFRkREak03+5M4rFPd5CZV0CQjwevDI+if2Q9s2NJNaIiIyIiFS7XZuf5b/bw4frDAHRuXIt5YzrTsJaPycmkulGRERGRCpWYks342Dh2ncgA4B99m/HIwNZ4WLWUJBVPRUZERCrMl9tP8MTnO8nKKyDYz5NXRkRxbetQs2NJNaYiIyIiVyzXZmf6it0s3nQEgO5Ng5k7OpqwIG+Tk0l1pyIjIiJX5EByFuNj49h7MhOLBcZf24KJ17fEXUtJUgVUZEREpNw+jzvG1OUJ5OTbCfH35LWRnejTsq7ZsaQGUZEREZEyy8kvYNoXu/hk6zEAejarw+ujOhEaqKUkqVoqMiIiUib7TmUSsyiO/clZuFlg4vWtGH9dC6xuFrOjSQ2kIiMiIqViGAafbD3G018kkGtzUDfAi7mjounZvI7Z0aQGU5EREZESZecVMHV5AsvijwPQp2UIr43sRIi/l8nJpKZTkRERkcvak5RBzKI4fk/Jxs0C/xrYmvv7NsdNS0niBFRkRETkkgzDIHbTEaav2E1+gYOwQG/mjo6me0Sw2dFECqnIiIjIRTJzbUz5fCdf7UgC4NrWdXllRCeC/TxNTiZSlIqMiIgUkXA8nfGxcRxKzcHdzcKjg1rztz7NtJQkTklFRkREgPNLSR+uP8xzX+8h3+6gYS0f5o6OpkuT2mZHEymWioyIiJB+zsbkz3bwbcJJAPq3rcfLwztSy1dLSeLcVGRERGq47UfPMn5xHEfTzuFhtTBlSFvu7t0Ui0VLSeL8VGRERGoowzB495dDvPDtHmx2g/BgH+aP7kxUeC2zo4mUmoqMiEg1Z3cYbExMY2uKhTqJafRsEUpmro1HPtnB93tOATCkfRgv3NaRIB8Pk9OKlI2KjIhINbYyIYnpK3aTlJ4LWPlw/xbq+HliGJCWk4+n1Y2pN7blr1c10VKSuCQVGRGRamplQhL3L4zD+NP21Ox8AOr6e/Le3d1p3zCo6sOJVBA3swOIiEjFszsMpq/YfVGJ+SOrm4W29QOrLJNIZVCRERGphjYlpv1vOal4JzPy2JSYVkWJRCqHioyISDWUnHn5ElPWcSLOSkVGRKQa8nIv3V/voQHelZxEpHLpZF8RkWrm14MpTF2ecNkxFiAsyFt3shaXpyIjIlJN2B0G837cz9wf9uMwoH6gN0kZuVigyEm/Fz5kPW1YJFbdCFJcnJaWRESqgeSMXMb930bmfH++xIzo2ogfH+nHm+M6ExZUdPkoLMibN8Z1ZnD7+ialFak4OiIjIuLi1u0/zcNLt5GSlY+vp5Xn/tKev0Q3AmBw+/oMiAxj/YFkvlu3kYF9etCzRaiOxEi1oSIjIuKiCuwO5ny/nwWrD2AY0CYsgAVjO9O8rn+RcVY3Cz0igkndY9AjIlglRqoVFRkREReUlH6OiYu3senQ+evAjOnRmKdvjMTbw2pyMpGqpSIjIuJifvotmUlLt3Emx4a/lzuzbu3AsKgGZscSMYWKjIiIi7DZHbz83W+8teZ3ANo3DGT+6M40DfEzOZmIeVRkRERcwPGz53gwNo64I2cBuLNnE54Y2hYvdy0lSc2mIiMi4uRW7T7FI59sJ/2cjQBvd168rSNDOuij0yKgIiMi4rTyCxzMXrmX//ycCEBUoyDmj+lMeLCvyclEnIeKjIiIEzqalsP4xfFsP3oWgHuvjuDxwW3wLOU9lERqChUZEREnszIhiUc/3UFmbgFBPh68PDyKAZH1zI4l4pRUZEREnERegZ3nv97DB+sPA9C5cS3mjelMw1o+JicTcV4qMiIiTuBQSjbjF8eRcDwDgH/0bcYjA1vjYdVSksjlqMiIiJhsxfYTTPl8J1l5BdT29eDVEZ24tk2o2bFEXIKKjIiISXJtdmZ8tZvYjUcA6N40mNdHd6J+kJaSREpLRUZExAQHT2cRsyiOvSczsVggpl8LHurfEnctJYmUiYqMiEgVWxZ/jCeXJZCTbyfE35PXRnaiT8u6ZscScUkqMiIiVeRcvp1pXybw8ZZjAPRsVofXR3UiNNDb5GQirktFRkSkCuw/lUlMbBz7TmVhscDE61vy4HUtsbpZzI4m4tJUZEREKtknW47y1BcJ5Noc1A3w4vVRnejVPMTsWCLVgoqMiEglyc4r4KkvEvg87jgAfVqG8NrIToT4e5mcTKT6UJEREakEe09mELMojoOns3GzwL8Gtub+vs1x01KSSIVSkRERqUCGYbBk81Ge+XIXeQUOwgK9mTs6mu4RwWZHE6mWVGRERCpIZq6NJ5YlsGL7CQD6ta7LqyM6EeznaXIykepLRUZEpAIkHE9nfGwch1JzcHez8Oig1vytTzMtJYlUMhUZEZErYBgGCzccZuZXe8i3O2hYy4e5o6Pp0qS22dFEagQVGRGRcsrItTH5sx18s/MkAP3b1uPl4R2p5aulJJGqoiIjIlIOO46dJSY2jqNp5/CwWpg8pC339G6KxaKlJJGqpCIjIlIMu8NgU2IayZm5hAZ40z0iGDcLvPfLIWZ9uweb3SA82If5ozsTFV7L7LgiNZLTF5njx4/z+OOP8+2335KTk0OLFi1477336Nq1q9nRRKQaW5mQxPQVu0lKzy3cVi/Qi3qB3uw4lg7AkPZhvHBbR4J8PMyKKVLjOXWROXPmDL179+baa6/l22+/pW7duuzfv5/atXUSnYhUnpUJSdy/MA7jT9tPZeRxKiMPdzcLTw+L5K9XNdFSkojJnLrIzJ49m/DwcN57773CbRERESYmEpHqzu4wmL5i90Ul5o9q+XowtodKjIgzcOoi8+WXXzJo0CCGDx/OmjVraNiwIQ888AB/+9vfin1OXl4eeXl5hY8zMjIAsNls2Gy2Cst2YV8VuU+5MpoT5+Kq87ExMa3IctKlpGTls/5AMj1c6Gq9rjof1ZXmo2Sl/d5YDMO43D88TOXt7Q3ApEmTGD58OJs3b2bixIm8+eab3HnnnZd8zjPPPMP06dMv2h4bG4uvr2+l5hUR17c1xcKH+60ljrujpZ0uIU7716eIy8vJyWHMmDGkp6cTGBhY7DinLjKenp507dqVX3/9tXDbhAkT2Lx5M+vXr7/kcy51RCY8PJyUlJTLfiPKymazsWrVKgYMGICHh070cwaaE+fiqvOx/mAqd7y/tcRxC+/p6nJHZFxxPqorzUfJMjIyCAkJKbHIlGtpqaCggNWrV3Pw4EHGjBlDQEAAJ06cIDAwEH9//3KH/rP69esTGRlZZFvbtm357LPPin2Ol5cXXl5eF2338PColB+WytqvlJ/mxLm40nykZOXx9s+HLjvGAoQFedOzRShWF7z9gCvNR02g+Sheab8vZS4yhw8fZvDgwRw5coS8vDwGDBhAQEAAs2fPJi8vjzfffLPMYYvTu3dvfvvttyLb9u3bR5MmTSrsNURE4PyRmIlL4knOzMPDasFmN7BAkZN+L9SWacMiXbLEiFRHbmV9wsSJE+natStnzpzBx8encPtf/vIXfvjhhwoN9/DDD7Nhwwaef/55Dhw4QGxsLG+//TYxMTEV+joiUnPZHQavf7+fsf+3geTMPFqG+vP1hD68Oa4zYUHeRcaGBXnzxrjODG5f36S0IvJnZT4is27dOn799Vc8PYveS6Rp06YcP368woIBdOvWjWXLljFlyhRmzJhBREQEc+bMYezYsRX6OiJSMyVn5vLQkm38ejAVgBFdGzH9pvb4eFppVS+AAZFhF13ZV0diRJxLmYuMw+HAbrdftP3YsWMEBARUSKg/uvHGG7nxxhsrfL8iUrP9vD+Fh5bGk5KVj6+nlWdvac+tnRsVGWN1s9CzeR2TEopIaZR5aWngwIHMmTOn8LHFYiErK4tp06Zxww03VGQ2EZEKV2B38Mp3v/HXdzeSkpVPm7AAvhx/9UUlRkRcQ5mPyLzyyisMGjSIyMhIcnNzGTNmDPv37yckJITFixdXRkYRkQpxMj2XCUvi2ZSYBsCYHo15+sZIvD1Kvm6MiDinMheZRo0asX37dpYsWcKOHTvIysri3nvvZezYsUVO/hURcSarf0tm0sfbScvOx9/Lnedv7cBNUQ3MjiUiV6hc15Fxd3dn3LhxFZ1FRKTC2ewOXvluH2+uOQhAuwaBzB/TmYgQP5OTiUhFKHOR+fDDDy/79TvuuKPcYUREKtKJs+d4cHE8Ww+fAeCOnk144oa2WkoSqUbKXGQmTpxY5LHNZiMnJwdPT098fX1VZETEKXy/+xSPfLqdszk2ArzdefG2jgzpoOu/iFQ3ZS4yZ86cuWjb/v37uf/++3n00UcrJJSISHnlFzh4ceVe/u/nRACiGgUxb3RnGtfRTWNFqqNynSPzZy1btuSFF15g3Lhx7N27tyJ2KSJSZkfTchi/OJ7tR88CcE/vCCYPaYOne5mvNCEiLqJCigycPwH4xIkTFbU7EZEyWZlwkkc/3U5mbgGB3u68PDyKge3CzI4lIpWszEXmyy+/LPLYMAySkpKYP38+vXv3rrBgIiKlkVdgZ9Y3e3n/10MARDeuxbzR0TSqraUkkZqgzEXmlltuKfLYYrFQt25drrvuOl555ZWKyiUiUqLDqdmMj41n5/F0AP5xTTMeGdQaD6uWkkRqinLda0lExGxf7TjB5M92kpVXQG1fD14ZEcV1beqZHUtEqliFnSMjIlIVcm12Zn61m0UbjwDQrWlt5o6Opn6QriwuUhOVqshMmjSp1Dt89dVXyx1GRORyfj+dRUxsPHuSMrBY4IF+zXm4fyvctZQkUmOVqsjEx8eXamcWi+WKwoiIFGd5/HGeWLaTnHw7dfw8eW1kJ65pVdfsWCJislIVmZ9++qmyc4iIXNK5fDvPfLmLpVuOAnBVs2BeHxVNvUBvk5OJiDPQOTIi4rT2n8okJjaOfaeysFhgwnUtmXB9S6xuOvorIueVq8hs2bKFjz/+mCNHjpCfn1/ka59//nmFBBORmu2TLUd5+otdnLPZqRvgxesjO9GrRYjZsUTEyZT5DLklS5bQq1cv9uzZw7Jly7DZbOzatYsff/yRoKCgysgoIjVIdl4Bkz7exqOf7uCczc7VLUL4ZkIflRgRuaQyH5F5/vnnee2114iJiSEgIIDXX3+diIgI/vGPf1C/vu4sKyLlt/dkBjGL4jh4Ohs3C0wa0Ir7+7XQUpKIFKvMR2QOHjzI0KFDAfD09CQ7OxuLxcLDDz/M22+/XeEBRaT6MwyDJZuOcPP8Xzh4Opt6gV4s/ttVjL9O58OIyOWV+YhM7dq1yczMBKBhw4YkJCTQoUMHzp49S05OToUHFJHqLSuvgCc+38mX28/fdLZvq7q8OiKKOv5eJicTEVdQ6iKTkJBA+/btueaaa1i1ahUdOnRg+PDhTJw4kR9//JFVq1Zx/fXXV2ZWEalmEo6nMz42jkOpOVjdLDwysDX/uKYZbjoKIyKlVOoi07FjR7p168Ytt9zC8OHDAXjyySfx8PDg119/5bbbbmPq1KmVFlREqg/DMFi44TAzv95DfoGDBkHezBsTTZcmwWZHExEXU+ois2bNGt577z1mzZrFc889x2233cZ9993H5MmTKzOfiFQzGbk2Jn+2g292ngSgf9tQXro9itp+niYnExFXVOqTffv06cO7775LUlIS8+bN49ChQ/Tt25dWrVoxe/ZsTp48WZk5RaQa2HHsLDfO/Zlvdp7E3c3C1KFteeeOrioxIlJuZf7Ukp+fH3fffTdr1qxh3759DB8+nAULFtC4cWNuuummysgoIi7G7jDYmJjG1hQLGxPTKLA7ePfnRG5741eOpOXQsJYPn/yzJ/f1aaZ7tInIFbmiWxS0aNGCJ554giZNmjBlyhS+/vrrisolIi5qZUIS01fsJik9F7Dy4f4teLm7kVfgAGBQu3q8eFsUQb4e5gYVkWqh3EVm7dq1vPvuu3z22We4ubkxYsQI7r333orMJiIuZmVCEvcvjMP40/YLJWZE10bMvq2jjsKISIUpU5E5ceIE77//Pu+//z4HDhygV69ezJ07lxEjRuDn51dZGUXEBdgdBtNX7L6oxPzRuv0pOAywqseISAUpdZEZMmQI33//PSEhIdxxxx3cc889tG7dujKziYgL2ZSY9r/lpOIlpeeyKTGNns3rVFEqEanuSl1kPDw8+PTTT7nxxhuxWq2VmUlEXFBy5uVLTFnHiYiURqmLzJdfflmZOUTEhTkcBr8eTC3V2NAA70pOIyI1yRV9aklEJCUrj0kfb2ftvtOXHWcBwoK86R6hq/eKSMUp83VkREQu2PB7Kje8vo61+07j5e7GX69qjIXzpeWPLjyeNixSd7MWkQqlIzIiUmZ2h8H8Hw/w+g/7cBjQItSfBWM60zosgN4tQv5wHZnzwoK8mTYsksHt65uYWkSqIxUZESmT5MxcHl66jV8OnD8n5vYujZhxczt8Pc//dTK4fX0GRIax/kAy363byMA+PejZIlRHYkSkUqjIiEip/bw/hYeWbiMlKw8fDyvP3tKe27o0umic1c1Cj4hgUvcY9IgIVokRkUqjIiMiJSqwO3j9h/3M/+kAhgGt6wWwYGw0LUIDzI4mIjWcioyIXNbJ9FwmLIlnU2IaAKO7hzNtWDu8PXQ9KRExn4qMiBRr9W/JTPp4O2nZ+fh5Wnn+1g7c3Kmh2bFERAqpyIjIRWx2B6+u2scbqw8C0LZ+IAvGRNOsrr/JyUREilKREZEiTpw9x4OL49l6+AwAf72qCU8ObaulJBFxSioyIlLohz2n+Ncn2zmbYyPAy50XbuvI0I669ouIOC8VGREhv8DBiyv38n8/JwLQoWEQ88dE06SOn8nJREQuT0VGpIY7mpbD+MXxbD96FoC7ezdl8pA2eLlrKUlEnJ+KjEgNtjLhJI99up2M3AICvd15aXgUg9qFmR1LRKTUVGREaqC8AjuzvtnL+78eAqBTeC3mjY4mPNjX3GAiImWkIiNSwxxOzWZ8bDw7j6cD8Lc+ETw6qA2e7m4mJxMRKTsVGZEa5OsdSUz+bAeZeQXU8vXgleFRXN+2ntmxRETKTUVGpAbItdl59uvdLNxwBICuTWozd3Q0DWr5mJxMROTKqMiIVHO/n84iJjaePUkZADzQrzmTBrTC3aqlJBFxfSoyItXYF9uO88TnO8nOt1PHz5NXR3aib6u6ZscSEakwKjIi1dC5fDvPfLmLpVuOAtAjIpi5o6OpF+htcjIRkYqlIiNSzRxIziRmUTy/ncrEYoEHr2vJhOtaaClJRKolFRmRauTTrcd4ankC52x2Qvy9eH1UJ3q3CDE7lohIpVGREakGcvILmLo8gc/jjgPQu0UdXhvZidAALSWJSPWmIiPi4vaezCBmURwHT2fjZoGH+rci5toWWN0sZkcTEal0KjIiLsowDJZuPsq0L3eRV+CgXqAXr4+K5qpmdcyOJiJSZVRkRFxQVl4BTy7byRfbTgDQt1VdXh0RRR1/L5OTiYhULRUZERez60Q642PjSUzJxupm4ZGBrfnHNc1w01KSiNRAKjIiLsIwDBZuPMLMr3aTX+CgfpA380ZH07VpsNnRRERMoyIj4gIycm1M+WwnX+9MAuD6NqG8PDyK2n6eJicTETGXioyIE7E7DDYlppGcmUtogDfdI4ILl5KOpOXg7mZh8pA23Ht1BBaLlpJERFyqyLzwwgtMmTKFiRMnMmfOHLPjiFSolQlJTF+xm6T03MJtgd7uZOcXYHdAw1o+zB8TTXTj2iamFBFxLi5TZDZv3sxbb71Fx44dzY4iUuFWJiRx/8I4jD9tz8gtACCqURAf3tODIF+Pqg8nIuLEXOLmK1lZWYwdO5Z33nmH2rX1r1GpXuwOg+krdl9UYv4oOTMPf2+X+XeHiEiVcYm/GWNiYhg6dCj9+/fn2WefvezYvLw88vLyCh9nZGQAYLPZsNlsFZbpwr4qcp9yZVx1TjYmphVZTrqUpPRc1h9IpkeE63xCyVXno7rSfDgXzUfJSvu9cfois2TJEuLi4ti8eXOpxs+aNYvp06dftP27777D19e3ouOxatWqCt+nXBlXm5OtKRbAWuK479ZtJHXP5Y7bOCdXm4/qTvPhXDQfxcvJySnVOKcuMkePHmXixImsWrUKb+/S3fxuypQpTJo0qfBxRkYG4eHhDBw4kMDAwArLZrPZWLVqFQMGDMDDQ+ctOANXnZOU9Ydh/28ljhvYp4fLHZFxxfmorjQfzkXzUbILKyolceois3XrVpKTk+ncuXPhNrvdztq1a5k/fz55eXlYrUX/Jevl5YWX18WXaffw8KiUH5bK2q+Un6vMicNh8Obag7z838uXGAsQFuRNzxahLnkjSFeZj5pC8+FcNB/FK+33xamLzPXXX8/OnTuLbLv77rtp06YNjz/++EUlRsRVpGTlMenj7azddxqAbk1rs+XQGYAiJ/1eqC3ThkW6ZIkREalsTl1kAgICaN++fZFtfn5+1KlT56LtIq5iw++pTFgcT3JmHl7ubsy4uR0juobz310nL7qOTFiQN9OGRTK4fX0TE4uIOC+nLjIi1YndYbDgpwPM+X4fDgNahPqzYExnWocFADC4fX0GRIZddGVfHYkRESmeyxWZ1atXmx1BpMySM3N5eOk2fjmQCsBtnRsx85Z2+HoW/V/Q6mahZ/M6ZkQUEXFJLldkRFzNLwdSmLhkGylZefh4WJl5S3tu79LI7FgiItWCioxIJbE7DF7/fh/zfjqAYUDregEsGBtNi9AAs6OJiFQbKjIileBURi4TFsezMTENgFHdwpk2rB0+nvqknYhIRVKREalga/ad5uGl20jLzsfP08rzt3bg5k4NzY4lIlItqciIVJACu4NXVu3jjdUHAWhbP5AFY6JpVtff5GQiItWXioxIBThx9hwTFsez5fD5i9qNu6oxU4dG4u2hpSQRkcqkIiNyhX7ce4pJH2/nbI6NAC93Zt3WgRs7NjA7lohIjaAiI1JONruDF1fu5Z11iQB0aBjE/DHRNKnjZ3IyEZGaQ0VGpByOpuXw4OJ4th09C8BdvZoy5YY2eLlrKUlEpCqpyIiU0X93neTRT7aTkVtAoLc7Lw2PYlC7MLNjiYjUSCoyIqWUV2Bn1jd7ef/XQwB0Cq/FvNHRhAf7mhtMRKQGU5ERKYXDqdmMj41n5/F0AP7WJ4JHB7XB093N5GQiIjWbioxICb7ekcTkz3aQmVdALV8PXhkexfVt65kdS0REUJERKVauzc6zX+9m4YYjAHRtUpu5o6NpUMvH5GQiInKBiozIJSSmZBOzKI7dSRkAPNCvOQ8PaIWHVUtJIiLOREVG5E++2HacJz7fSXa+nWA/T14b2Ym+reqaHUtERC5BRUbkf3Jtdp75chdLNh8FoEdEMHNHR1Mv0NvkZCIiUhwVGRHgQHImMYvi+e1UJhYLPHhtCyZc3xJ3LSWJiDg1FRmp8T7beoypyxM4Z7MT4u/FnJGduLpliNmxRESkFFRkpMbKyS/g6S928enWYwD0blGH10Z2IjRAS0kiIq5CRUZqpN9OZhITG8eB5CzcLPBQ/1bEXNsCq5vF7GgiIlIGKjJSoxiGwcdbjjLty13k2hzUC/Ti9VHRXNWsjtnRRESkHFRkpMbIyitg6rKdLN92AoBrWtXltRFR1PH3MjmZiIiUl4qM1Ai7T2QwPjaO31OysbpZ+NfAVvzzmua4aSlJRMSlqchItWYYBos2HmHGV7vJL3BQP8ibeaOj6do02OxoIiJSAVRkpFqwOww2JqaxNcVCncQ0erYIJSe/gMmf7+TrHUkAXN8mlJeHR1Hbz9PktCIiUlFUZMTlrUxIYvqK3SSl5wJWPty/hTr+nrgBp7PycXez8PjgNtzXJwKLRUtJIiLViYqMuLSVCUncvzAO40/bU7PyAQj29eT/7upK58a1qz6ciIhUOl1/XVyW3WEwfcXui0rMH3m4W4hqVKuqIomISBVTkRGXtSkx7X/LScU7lZHHpsS0KkokIiJVTUVGXFZy5uVLTFnHiYiI61GREZfl62kt1TjdO0lEpPrSyb7ikrYeTuPp5QmXHWMBwoK86R6ha8aIiFRXKjLiUhwOg7fW/s7L3/2G3WEQGuBFcmYeFihy0u+FD1lPGxapG0GKiFRjWloSl5Galcc9H2xm9sq92B0GN3dqwI+P9OPNcZ0JCyq6fBQW5M0b4zozuH19k9KKiEhV0BEZcQkbf09lwpJ4TmXk4eXuxvSb2jGyWzgWi4XB7eszIDKM9QeS+W7dRgb26UHPFqE6EiMiUgOoyIhTszsM/v3TAV77fh8OA5rX9WPB2M60CQssMs7qZqFHRDCpewx6RASrxIiI1BAqMuK0Tmfm8fDSbfx8IAWA2zo3YuYt7fD11I+tiIicp98I4pR+PZDChCXbSMnKw8fDysxb2nN7l0ZmxxIRESejIiNOxe4weP2H/cz7cT+GAa3q+bNgTGda1gswO5qIiDghFRlxGqcycpm4JJ4Nv5+/pcCobuFMG9YOn1Je+E5ERGoeFRlxCmv3nebhpdtIzc7Hz9PK87d24OZODc2OJSIiTk5FRkxVYHfw6qp9/Hv1QQDa1g9kwZhomtX1NzmZiIi4AhUZMU1S+jkmLI5n86EzAIy7qjFTh0bi7aGlJBERKR0VGTHFj3tP8a+Pt3Mmx4a/lzsv3NaBGzs2MDuWiIi4GBUZqVI2u4OX/vsbb6/9HYAODYOYPyaaJnX8TE4mIiKuSEVGqsyxMzk8uDie+CNnAbirV1Om3NAGL3ctJYmISPmoyEiV+G7XSR75ZDsZuQUEervz4u1RDG4fZnYsERFxcSoyUqnyCxzM+nYP7/1yCICo8FrMHx1NeLCvucFERKRaUJGRSnMkNYfxi+PYcSwdgL/1ieDRQW3wdHczOZmIiFQXKjJSKb7ZmcTjn+4gM6+AWr4evHx7FP0j65kdS0REqhkVGalQuTY7z329h482HAagS5PazB0dTcNaPiYnExGR6khFRipMYko2MYvi2J2UAcA/+zbnXwNb4WHVUpKIiFQOFRmpEF9sO84Tn+8kO99OsJ8nr46Iol/rULNjiYhINaciI1ck12Zn+opdLN50FIDuEcHMHRVNWJC3yclERKQmUJGRcjuQnMX42Dj2nszEYoHx17Zg4vUtcddSkoiIVBEVGSmXz7YeY+ryBM7Z7IT4ezJnZDRXtwwxO5aIiNQwKjJSJjn5BTz9xS4+3XoMgF7N6zBnZCdCA7WUJCIiVU9FRkpt36lMYhbFsT85CzcLTLy+FeOva4HVzWJ2NBERqaFUZKREhmHw8ZajTPtyF7k2B6EBXrw+KpqezeuYHU1ERGo4FRm5rKy8AqYu28nybScA6NMyhNdGdiLE38vkZCIiIioychm7T2QwPjaO31OysbpZmDSgFff3bY6blpJERMRJqMjIRQzDIHbTEaav2E1+gYOwQG/mjYmmW9Ngs6OJiIgU4dQX/Jg1axbdunUjICCA0NBQbrnlFn777TezY1UrdofB+oOpfLHtOOsPpnI2J5/xi+N5clkC+QUOrmsTyjcT+6jEiIiIU3LqIzJr1qwhJiaGbt26UVBQwBNPPMHAgQPZvXs3fn5+ZsdzeSsTkpi+YjdJ6bmF26xuFuwOA3c3C48Nbs19VzfTUpKIiDgtpy4yK1euLPL4/fffJzQ0lK1bt3LNNdeYlKp6WJmQxP0L4zD+tN3uOL9l0oBW/P2a5lUfTEREpAycemnpz9LT0wEIDtYyx5WwOwymr9h9UYm5wAJ8tOFwYakRERFxVk59ROaPHA4HDz30EL1796Z9+/bFjsvLyyMvL6/wcUZGBgA2mw2bzVZheS7sqyL3WVU2JqYVWU76MwNISs9l/YFkekS4Tml05TmpjjQfzkXz4Vw0HyUr7ffGYhiGS/yz+/777+fbb7/l559/plGjRsWOe+aZZ5g+ffpF22NjY/H19a3MiC5jy2kLHx2wljjujpZ2uoS4xI+HiIhUMzk5OYwZM4b09HQCAwOLHecSRWb8+PF88cUXrF27loiIiMuOvdQRmfDwcFJSUi77jSgrm83GqlWrGDBgAB4eHhW238p2NsfG3xfGEX80vcSxC+/p6nJHZFxxTqorzYdz0Xw4F81HyTIyMggJCSmxyDj10pJhGDz44IMsW7aM1atXl1hiALy8vPDyuviqsx4eHpXyw1JZ+60MWw+n8WBsPCcus6wE58+RCQvypmeLUJe8j5IrzUlNoPlwLpoP56L5KF5pvy9OfbJvTEwMCxcuJDY2loCAAE6ePMnJkyc5d+6c2dFcisNh8Oaag4x4awMn0nNpWseXJ4a0wcL50vJHFx5PGxbpkiVGRERqFqc+IvPGG28A0K9fvyLb33vvPe66666qD+SCUrPy+Ncn21n922kAbopqwPO3dsDfy53GdXwvuo5MWJA304ZFMrh9fbMii4iIlJpTFxkXOH3HqW38PZUJS+I5lZGHl7sbz9zUjlHdwrFYzh9pGdy+PgMiw9iUmEZyZi6hAd50jwjWkRgREXEZTl1kpHwcDoN/rz7Aq6v24TCgWV0/FozpTNv6F58sZXWz0LN5HRNSioiIXDkVmWrmdGYekz7exrr9KQDcGt2Qmbe0x89LUy0iItWPfrtVI78eSGHi0m2czszD28ONmTe3Z3jXcLNjiYiIVBoVmWrA7jCY+8N+5v64H8OAVvX8WTCmMy3rBZgdTUREpFKpyLi45IxcJiyJZ8PvaQCM7BrOMze1w8ez5Cv3ioiIuDoVGRe2dt9pHl66jdTsfHw9rTz/lw7cEt3Q7FgiIiJVRkXGBRXYHbz2/T7+vfoghgFtwgJYMLYzzev6mx1NRESkSqnIuJik9HNMXLyNTYfOLyWN7dGYp26MxNtDS0kiIlLzqMi4kJ/2JjPp422cybHh7+XOrFs7MCyqgdmxRERETKMi4wJsdgcv//c33lr7OwDtGwYyf3Rnmob4mZxMRETEXCoyTu742XM8GBtH3JGzANzVqylTbmiDl7uWkkRERFRknNiq3ad45JPtpJ+zEeDtzku3d9TNHEVERP5ARcYJ5Rc4eOHbvbz7SyIAUY2CmD+mM+HBviYnExERcS4qMk7maFoO42Pj2H4sHYD7ro7gscFt8HR3MzmZiIiI81GRcSIrE5J49NMdZOYWEOTjwSvDo+gfWc/sWCIiIk5LRcYJ5NrszPpmDx+sPwxA58a1mDemMw1r+ZicTERExLmpyJjsUEo2MbFx7DqRAcA/+zbnXwNb4WHVUpKIiEhJVGRM9OX2Ezzx+U6y8goI9vPklRFRXNs61OxYIiIiLkNFxgS5NjvTV+xm8aYjAHRvGszc0dGEBXmbnExERMS1qMhUsYOns4hZFMfek5lYLDD+2hZMvL4l7lpKEhERKTMVmSq0LP4YTy5LICffToi/J6+N7ESflnXNjiUiIuKyVGSqwLl8O09/kcAnW48B0LNZHV4f1YnQQC0liYiIXAkVmUq271QmMYvi2J+chZsFJl7fivHXtcDqZjE7moiIiMtTkakkhmHwydZjPP1FArk2B6EBXrw+KpqezeuYHU1ERKTaUJGpBNl5BTy1PIHP448D0KdlCK+N7ESIv5fJyURERKoXFZkKticpg5jYOH4/nY3VzcKkAa24v29z3LSUJCIiUuFUZMrB7jDYmJjG1hQLdRLT6NkiFDcLLN50lOkrdpFX4CAs0Jt5Y6Lp1jTY7LgiIiLVlopMGa1MSGL6it0kpecCVj7cv4V6gV6E1/Zly+EzAFzbui6vjOhEsJ+nuWFFRESqORWZMliZkMT9C+Mw/rT9VEYepzLycLPA5CFtuO/qZlpKEhERqQK6nGwp2R0G01fsvqjE/FFtP0/uVYkRERGpMioypbQpMe1/y0nFS83KZ1NiWhUlEhERERWZUkrOvHyJKes4ERERuXIqMqUUGlC62wmUdpyIiIhcORWZUuoeEUz9IG+KO/vFAtQP8qZ7hD5uLSIiUlVUZErJ6mZh2rBIgIvKzIXH04ZF6h5KIiIiVUhFpgwGt6/PG+M6ExZUdPkoLMibN8Z1ZnD7+iYlExERqZl0HZkyGty+PgMiw1h/IJnv1m1kYJ8e9GwRqiMxIiIiJlCRKQerm4UeEcGk7jHoERGsEiMiImISLS2JiIiIy1KREREREZelIiMiIiIuS0VGREREXJaKjIiIiLgsFRkRERFxWSoyIiIi4rJUZERERMRlqciIiIiIy6r2V/Y1DAOAjIyMCt2vzWYjJyeHjIwMPDw8KnTfUj6aE+ei+XAumg/novko2YXf2xd+jxen2heZzMxMAMLDw01OIiIiImWVmZlJUFBQsV+3GCVVHRfncDg4ceIEAQEBWCwVd0+kjIwMwsPDOXr0KIGBgRW2Xyk/zYlz0Xw4F82Hc9F8lMwwDDIzM2nQoAFubsWfCVPtj8i4ubnRqFGjStt/YGCgfgidjObEuWg+nIvmw7loPi7vckdiLtDJviIiIuKyVGRERETEZanIlJOXlxfTpk3Dy8vL7CjyP5oT56L5cC6aD+ei+ag41f5kXxEREam+dERGREREXJaKjIiIiLgsFRkRERFxWSoyIiIi4rJUZMppwYIFNG3aFG9vb3r06MGmTZvMjlQjzZo1i27duhEQEEBoaCi33HILv/32m9mx5H9eeOEFLBYLDz30kNlRarTjx48zbtw46tSpg4+PDx06dGDLli1mx6qR7HY7Tz31FBEREfj4+NC8eXNmzpxZ4v2EpHgqMuWwdOlSJk2axLRp04iLiyMqKopBgwaRnJxsdrQaZ82aNcTExLBhwwZWrVqFzWZj4MCBZGdnmx2txtu8eTNvvfUWHTt2NDtKjXbmzBl69+6Nh4cH3377Lbt37+aVV16hdu3aZkerkWbPns0bb7zB/Pnz2bNnD7Nnz+bFF19k3rx5ZkdzWfr4dTn06NGDbt26MX/+fOD8/ZzCw8N58MEHmTx5ssnparbTp08TGhrKmjVruOaaa8yOU2NlZWXRuXNn/v3vf/Pss8/SqVMn5syZY3asGmny5Mn88ssvrFu3zuwoAtx4443Uq1eP//znP4XbbrvtNnx8fFi4cKGJyVyXjsiUUX5+Plu3bqV///6F29zc3Ojfvz/r1683MZkApKenAxAcHGxykpotJiaGoUOHFvn/RMzx5Zdf0rVrV4YPH05oaCjR0dG88847ZseqsXr16sUPP/zAvn37ANi+fTs///wzQ4YMMTmZ66r2N42saCkpKdjtdurVq1dke7169di7d69JqQTOHxl76KGH6N27N+3btzc7To21ZMkS4uLi2Lx5s9lRBPj999954403mDRpEk888QSbN29mwoQJeHp6cuedd5odr8aZPHkyGRkZtGnTBqvVit1u57nnnmPs2LFmR3NZKjJSbcTExJCQkMDPP/9sdpQa6+jRo0ycOJFVq1bh7e1tdhzhfMHv2rUrzz//PADR0dEkJCTw5ptvqsiY4OOPP2bRokXExsbSrl07tm3bxkMPPUSDBg00H+WkIlNGISEhWK1WTp06VWT7qVOnCAsLMymVjB8/nq+++oq1a9fSqFEjs+PUWFu3biU5OZnOnTsXbrPb7axdu5b58+eTl5eH1Wo1MWHNU79+fSIjI4tsa9u2LZ999plJiWq2Rx99lMmTJzNq1CgAOnTowOHDh5k1a5aKTDnpHJky8vT0pEuXLvzwww+F2xwOBz/88AM9e/Y0MVnNZBgG48ePZ9myZfz4449ERESYHalGu/7669m5cyfbtm0r/NO1a1fGjh3Ltm3bVGJM0Lt374suSbBv3z6aNGliUqKaLScnBze3or96rVYrDofDpESuT0dkymHSpEnceeeddO3ale7duzNnzhyys7O5++67zY5W48TExBAbG8sXX3xBQEAAJ0+eBCAoKAgfHx+T09U8AQEBF52f5OfnR506dXTekkkefvhhevXqxfPPP8+IESPYtGkTb7/9Nm+//bbZ0WqkYcOG8dxzz9G4cWPatWtHfHw8r776Kvfcc4/Z0VyXIeUyb948o3Hjxoanp6fRvXt3Y8OGDWZHqpGAS/557733zI4m/9O3b19j4sSJZseo0VasWGG0b9/e8PLyMtq0aWO8/fbbZkeqsTIyMoyJEycajRs3Nry9vY1mzZoZTz75pJGXl2d2NJel68iIiIiIy9I5MiIiIuKyVGRERETEZanIiIiIiMtSkRERERGXpSIjIiIiLktFRkRERFyWioyIiIi4LBUZEXFZFouF5cuXmx1DREykIiMiprjrrru45ZZbzI4hIi5ORUZERERcloqMiJiuX79+TJgwgccee4zg4GDCwsJ45plniozZv38/11xzDd7e3kRGRrJq1aqL9nP06FFGjBhBrVq1CA4O5uabb+bQoUMA7N27F19fX2JjYwvHf/zxx/j4+LB79+7KfHsiUolUZETEKXzwwQf4+fmxceNGXnzxRWbMmFFYVhwOB7feeiuenp5s3LiRN998k8cff7zI8202G4MGDSIgIIB169bxyy+/4O/vz+DBg8nPz6dNmza8/PLLPPDAAxw5coRjx47xz3/+k9mzZxMZGWnGWxaRCqCbRoqIKe666y7Onj3L8uXL6devH3a7nXXr1hV+vXv37lx33XW88MILfPfddwwdOpTDhw/ToEEDAFauXMmQIUNYtmwZt9xyCwsXLuTZZ59lz549WCwWAPLz86lVqxbLly9n4MCBANx4441kZGTg6emJ1Wpl5cqVheNFxPW4mx1ARASgY8eORR7Xr1+f5ORkAPbs2UN4eHhhiQHo2bNnkfHbt2/nwIEDBAQEFNmem5vLwYMHCx+/++67tGrVCjc3N3bt2qUSI+LiVGRExCl4eHgUeWyxWHA4HKV+flZWFl26dGHRokUXfa1u3bqF/719+3ays7Nxc3MjKSmJ+vXrlz+0iJhORUZEnF7btm05evRokeKxYcOGImM6d+7M0qVLCQ0NJTAw8JL7SUtL46677uLJJ58kKSmJsWPHEhcXh4+PT6W/BxGpHDrZV0ScXv/+/WnVqhV33nkn27dvZ926dTz55JNFxowdO5aQkBBuvvlm1q1bR2JiIqtXr2bChAkcO3YMgH/+85+Eh4czdepUXn31Vex2O4888ogZb0lEKoiKjIg4PTc3N5YtW8a5c+fo3r079913H88991yRMb6+vqxdu5bGjRtz66230rZtW+69915yc3MJDAzkww8/5JtvvuGjjz7C3d0dPz8/Fi5cyDvvvMO3335r0jsTkSulTy2JiIiIy9IRGREREXFZKjIiIiLislRkRERExGWpyIiIiIjLUpERERERl6UiIyIiIi5LRUZERERcloqMiIiIuCwVGREREXFZKjIiIiLislRkRERExGWpyIiIiIjL+n9Vo0CRsEhtJwAAAABJRU5ErkJggg==",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 生成1-10从小到大的1维数组\n",
    "array = np.arange(1, 11)\n",
    "for index, value in np.ndenumerate(array):\n",
    "    print(f\"Index: {index}, Value: {value}\")\n",
    "# 绘制图像\n",
    "plt.plot(array, marker='o')\n",
    "plt.title('1D Array from 1 to 10')\n",
    "plt.xlabel('Index')\n",
    "plt.ylabel('Value')\n",
    "plt.grid(True)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "id": "05f37047-1087-41d0-a343-e15cd0e1eeb6",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "# 生成1-10从小到大的1维数组\n",
    "array = np.arange(1, 11)\n",
    "\n",
    "# 将一维数组转换为二维数组，以便绘制热力图\n",
    "array_2d = array.reshape(1, -1)\n",
    "\n",
    "# 绘制热力图\n",
    "fig, ax = plt.subplots()\n",
    "im = ax.imshow(array_2d, cmap='viridis', interpolation='nearest')\n",
    "\n",
    "# 添加颜色条\n",
    "# cbar = ax.figure.colorbar(im, ax=ax)\n",
    "\n",
    "# 在热力图中显示数字\n",
    "for i in range(array_2d.shape[1]):\n",
    "    text = ax.text(i, 0, array_2d[0, i],\n",
    "                  ha=\"center\", va=\"center\", color=\"black\")\n",
    "\n",
    "# 设置标题\n",
    "ax.set_title('Heatmap of 1D Array from 1 to 10')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "2bdc4196-ecac-4627-a2e7-c4eef09874bf",
   "metadata": {},
   "source": [
    "## 2维数组的图形化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "e540835a-c70c-4bde-8279-f6b8cb25ac18",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 2 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 生成1-100从小到大的10×10的2维数组\n",
    "array_2d = np.arange(1, 101).reshape(10, 10)\n",
    "\n",
    "# 绘制热力图\n",
    "fig, ax = plt.subplots()\n",
    "im = ax.imshow(array_2d, cmap='viridis', interpolation='nearest')\n",
    "\n",
    "# 添加颜色条\n",
    "cbar = ax.figure.colorbar(im, ax=ax)\n",
    "\n",
    "# 在热力图中显示数字\n",
    "for i in range(10):\n",
    "    for j in range(10):\n",
    "        text = ax.text(j, i, array_2d[i, j],\n",
    "                      ha=\"center\", va=\"center\", color=\"black\")\n",
    "\n",
    "# 设置标题\n",
    "ax.set_title('Heatmap of 10x10 Array from 1 to 100')\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 46,
   "id": "c73048cd-027e-482f-8339-c875db90bd62",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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      "text/plain": [
       "<Figure size 1800x600 with 4 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 生成3个1-300从小到大排列的10×10的2维数组\n",
    "array_1 = np.arange(1, 101).reshape(10, 10)\n",
    "array_2 = np.arange(101, 201).reshape(10, 10)\n",
    "array_3 = np.arange(201, 301).reshape(10, 10)\n",
    "\n",
    "# 创建一个3x1的子图布局\n",
    "fig, axs = plt.subplots(1, 3, figsize=(18, 6))\n",
    "\n",
    "# 绘制3个热力图并显示数字\n",
    "for index, ax in enumerate(axs):\n",
    "    array = [array_1, array_2, array_3][index]\n",
    "    im = ax.imshow(array, cmap='viridis', interpolation='nearest')\n",
    "    ax.set_title(f'Heatmap {index + 1}')\n",
    "    for i in range(10):\n",
    "        for j in range(10):\n",
    "            ax.text(j, i, array[i, j], ha='center', va='center', color='black')\n",
    "\n",
    "# 添加颜色条\n",
    "fig.colorbar(im, ax=axs)\n",
    "\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "5d46bc7d-7def-46e1-8b3b-fedc85521eb8",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x800 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "\n",
    "# 生成一个3x3x3的三维数组\n",
    "data = np.random.randint(0, 9, size=(3, 3, 3))\n",
    "\n",
    "# 创建一个3D图形对象\n",
    "fig = plt.figure(figsize=(10, 8))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "\n",
    "# 生成x, y, z坐标网格\n",
    "x, y, z = np.indices((3, 3, 3))\n",
    "\n",
    "# 绘制3D散点图\n",
    "ax.scatter(x, y, z, c=data.flatten(), cmap='viridis', s=50)\n",
    "\n",
    "# 设置坐标轴标签\n",
    "ax.set_xlabel('X')\n",
    "ax.set_ylabel('Y')\n",
    "ax.set_zlabel('Z')\n",
    "\n",
    "# 显示图形\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "b2fe523f-510b-46f0-9fc1-7b31772d45ba",
   "metadata": {},
   "source": [
    "## 3维数组的图形化"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "74a5f157-7c57-49fc-a59e-d51a17ff758e",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "from mpl_toolkits.mplot3d import Axes3D\n",
    "\n",
    "# 创建网格数据\n",
    "x = np.outer(np.linspace(-2, 2, 100), np.ones(100))\n",
    "y = x.copy().T\n",
    "z = np.sin(x ** 2 + y ** 2)\n",
    "\n",
    "# 绘制3D表面图\n",
    "fig = plt.figure(figsize=(8, 6))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "ax.plot_surface(x, y, z, cmap='viridis')\n",
    "ax.set_title('3D Array Surface Plot')\n",
    "ax.set_xlabel('x')\n",
    "ax.set_ylabel('y')\n",
    "ax.set_zlabel('z')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "e6ae332b-86d7-4460-ab6e-0e31ade64c32",
   "metadata": {},
   "source": [
    "## 散点图示例"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "48c6ab92-a1c5-49b3-a84a-b15b8124f02b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 800x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# 创建3D散点数据\n",
    "n = 100\n",
    "x = np.random.rand(n)\n",
    "y = np.random.rand(n)\n",
    "z = np.random.rand(n)\n",
    "\n",
    "# 绘制3D散点图\n",
    "fig = plt.figure(figsize=(8, 6))\n",
    "ax = fig.add_subplot(111, projection='3d')\n",
    "ax.scatter(x, y, z, c=z, cmap='viridis', s=50)\n",
    "ax.set_title('3D Scatter Plot')\n",
    "ax.set_xlabel('x')\n",
    "ax.set_ylabel('y')\n",
    "ax.set_zlabel('z')\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "e3045b91-62df-4587-9a44-3490f94f4817",
   "metadata": {
    "scrolled": true
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "[ 1  2  3  4  5  6  7  8  9 10]\n",
      "平均值: 5.5\n",
      "中位数: 5.5\n",
      "标准差: 2.8722813232690143\n"
     ]
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import numpy as np\n",
    "import matplotlib.pyplot as plt\n",
    "from matplotlib.font_manager import FontProperties\n",
    "\n",
    "# 设置中文字体\n",
    "font = FontProperties(fname='C:\\Windows\\Fonts\\simhei.ttf', size=14)\n",
    "\n",
    "# 创建一个一维数组\n",
    "arr = np.arange(1, 11)\n",
    "print(arr)\n",
    "# 计算数组的一些统计特性\n",
    "mean_value = np.mean(arr)\n",
    "median_value = np.median(arr)\n",
    "std_deviation = np.std(arr)\n",
    "\n",
    "print(f\"平均值: {mean_value}\")\n",
    "print(f\"中位数: {median_value}\")\n",
    "print(f\"标准差: {std_deviation}\")\n",
    "\n",
    "# 绘制数组的图形\n",
    "plt.figure(figsize=(10, 5))\n",
    "plt.plot(arr, marker='o', linestyle='-', color='b')\n",
    "plt.title('一维数组的图形化展示', fontproperties=font)\n",
    "plt.xlabel('索引', fontproperties=font)\n",
    "plt.ylabel('值', fontproperties=font)\n",
    "plt.grid(True)\n",
    "plt.axhline(y=mean_value, color='r', linestyle='--', label=f'平均值 ({mean_value:.2f})')\n",
    "plt.axhline(y=median_value, color='g', linestyle='--', label=f'中位数 ({median_value:.2f})')\n",
    "plt.legend(prop=font)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "185b1885-7fbe-4147-99ba-5392c61888d1",
   "metadata": {},
   "source": [
    "# [1,2,3,4]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "39117afc-df8d-40a7-9cd6-d25605e433a9",
   "metadata": {},
   "source": [
    "# 1 2 3 4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "6277b123-b9ac-4489-8c14-5c514584f6cd",
   "metadata": {},
   "source": [
    "# [[1,2],[3,4]]"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "edb4a027-9d3c-4273-bb34-6e0484ed53a7",
   "metadata": {},
   "source": [
    "# 1 2\n",
    "# 3 4"
   ]
  },
  {
   "cell_type": "markdown",
   "id": "aeefe1f8-3bec-4fb2-9042-6e3d49b286c0",
   "metadata": {},
   "source": [
    "# [[[1,2],[3,4]],[[1,2],[3,4]],[[1,2],[3,4]],[[1,2],[3,4]]]"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.5"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
